In the GSE115978 dataset, melanoma cells with high CCNB1 expression exhibited enhanced cell–cell communication, particularly stronger interactions with NK cells, T cells, macrophages, and CAFs (Figure 7A, left). The gene discussed is CCNB1; the disease is melanoma.